topic Machine Learning support for newer PAN-OS Versions in Expedition Discussions https://live.paloaltonetworks.com/t5/expedition-discussions/machine-learning-support-for-newer-pan-os-versions/m-p/1237042#M5277 <P>Hello all</P> <P>As many of you may have noticed ML no longer works well with newer versions due to changes in log format, namely additions of new columns.</P> <P>I created a workaround that trims those additional columns that are not necessary for ML to work. It simply drops them using XSV and mimics the log format of 10.1.0</P> Mon, 01 Sep 2025 13:36:27 GMT ncebeci 2025-09-01T13:36:27Z Machine Learning support for newer PAN-OS Versions https://live.paloaltonetworks.com/t5/expedition-discussions/machine-learning-support-for-newer-pan-os-versions/m-p/1237042#M5277 <P>Hello all</P> <P>As many of you may have noticed ML no longer works well with newer versions due to changes in log format, namely additions of new columns.</P> <P>I created a workaround that trims those additional columns that are not necessary for ML to work. It simply drops them using XSV and mimics the log format of 10.1.0</P> Mon, 01 Sep 2025 13:36:27 GMT https://live.paloaltonetworks.com/t5/expedition-discussions/machine-learning-support-for-newer-pan-os-versions/m-p/1237042#M5277 ncebeci 2025-09-01T13:36:27Z Re: Machine Learning support for newer PAN-OS Versions https://live.paloaltonetworks.com/t5/expedition-discussions/machine-learning-support-for-newer-pan-os-versions/m-p/1237641#M5278 <P>Hi,</P> <P>&nbsp;</P> <P>What version of PANOS are you running? I have a vm-series running&nbsp;11.1.6-h3 and ML is working fine? None the less, thank you for contributing with the fix!</P> <P><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="PSSecurity_0-1757500710275.png" style="width: 400px;"><img src="https://live.paloaltonetworks.com/t5/image/serverpage/image-id/69181iD8D18BD6DC09AB08/image-size/medium?v=v2&amp;px=400" role="button" title="PSSecurity_0-1757500710275.png" alt="PSSecurity_0-1757500710275.png" /></span></P> <P>&nbsp;</P> Wed, 10 Sep 2025 10:39:10 GMT https://live.paloaltonetworks.com/t5/expedition-discussions/machine-learning-support-for-newer-pan-os-versions/m-p/1237641#M5278 PSSecurity 2025-09-10T10:39:10Z